Overview
Brought to you by YData
Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 32681 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 12 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 23.2 MiB |
| Average record size in memory | 745.9 B |
Variable types
| Categorical | 6 |
|---|---|
| Text | 3 |
| Numeric | 7 |
| Boolean | 1 |
| Dataset has 12 (< 0.1%) duplicate rows | Duplicates |
Actitudinal is highly overall correlated with Axiologica and 3 other fields | High correlation |
Asignatura is highly overall correlated with Intensidad_Horaria | High correlation |
Axiologica is highly overall correlated with Actitudinal and 1 other fields | High correlation |
Cognitiva is highly overall correlated with En_Riesgo and 3 other fields | High correlation |
En_Riesgo is highly overall correlated with Actitudinal and 4 other fields | High correlation |
Intensidad_Horaria is highly overall correlated with Asignatura | High correlation |
Nivel is highly overall correlated with Cognitiva and 3 other fields | High correlation |
Procedimental is highly overall correlated with Actitudinal and 4 other fields | High correlation |
Resultado is highly overall correlated with Actitudinal and 5 other fields | High correlation |
Grupo is highly imbalanced (82.0%) | Imbalance |
Reproduction
| Analysis started | 2025-04-20 04:10:29.068595 |
|---|---|
| Analysis finished | 2025-04-20 04:10:41.260350 |
| Duration | 12.19 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Sede
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| FUSAGASUGÁ | |
|---|---|
| GIRARDOT |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.289067 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | FUSAGASUGÁ |
|---|---|
| 2nd row | FUSAGASUGÁ |
| 3rd row | FUSAGASUGÁ |
| 4th row | FUSAGASUGÁ |
| 5th row | FUSAGASUGÁ |
Common Values
| Value | Count | Frequency (%) |
| FUSAGASUGÁ | 21064 | |
| GIRARDOT | 11617 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| fusagasugá | 21064 | |
| girardot | 11617 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 53745 | |
| G | 53745 | |
| U | 42128 | |
| S | 42128 | |
| R | 23234 | |
| F | 21064 | 6.9% |
| Á | 21064 | 6.9% |
| I | 11617 | 3.8% |
| D | 11617 | 3.8% |
| O | 11617 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 303576 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 53745 | |
| G | 53745 | |
| U | 42128 | |
| S | 42128 | |
| R | 23234 | |
| F | 21064 | 6.9% |
| Á | 21064 | 6.9% |
| I | 11617 | 3.8% |
| D | 11617 | 3.8% |
| O | 11617 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 303576 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 53745 | |
| G | 53745 | |
| U | 42128 | |
| S | 42128 | |
| R | 23234 | |
| F | 21064 | 6.9% |
| Á | 21064 | 6.9% |
| I | 11617 | 3.8% |
| D | 11617 | 3.8% |
| O | 11617 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 282512 | |
| None | 21064 | 6.9% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 53745 | |
| G | 53745 | |
| U | 42128 | |
| S | 42128 | |
| R | 23234 | |
| F | 21064 | 7.5% |
| I | 11617 | 4.1% |
| D | 11617 | 4.1% |
| O | 11617 | 4.1% |
| T | 11617 | 4.1% |
None
| Value | Count | Frequency (%) |
| Á | 21064 |
Estudiante
Text
| Distinct | 536 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 MiB |
Length
| Max length | 64 |
|---|---|
| Median length | 64 |
| Mean length | 64 |
| Min length | 64 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc |
|---|---|
| 2nd row | 333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc |
| 3rd row | 333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc |
| 4th row | 333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc |
| 5th row | 333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc |
| Value | Count | Frequency (%) |
| 67e962b5d7a5d8acf0bf8d3ad7b649731fb5b93a572701cb179e7ad34085913f | 114 | 0.3% |
| ea2800df56fb0d136863b14274c1ee624f87a3b2ed4f526f12378bb008d5c9a5 | 114 | 0.3% |
| f9d935cfdd65b86ab48b8744e498b948f967135a90a5b745123143c179e71953 | 114 | 0.3% |
| ff141b8ae5959a35409bcc4e5d44b303a1981ac691a6fffe2fe29d716209226d | 114 | 0.3% |
| 9519826a81aaa636f1e893349c83c1039cf7d753d244486d09a92b34305c2d3c | 114 | 0.3% |
| 5b0b2f629983dcb33cf57fdd482995d078d564763f3aa7cbce449fa9f92aecd9 | 114 | 0.3% |
| ebf9e2f6852a5df378d9a51de531bdc5a23c21726d5351b2d45d57bb7f119c53 | 114 | 0.3% |
| b603b2fbee9c95020d8c2068d1bb49a31818e9041052e9daa822ce3171bd6e95 | 114 | 0.3% |
| 6e2ed213a16fd82c2eaa6a7f60ac88355973c844033b2587d01a47428c5ff94a | 114 | 0.3% |
| 7c5a67f9d54e3428e44ef6eec5c5632fd35917f5c1a5ee2bf8b20e1c39af0051 | 110 | 0.3% |
| Other values (526) | 31545 |
Most occurring characters
| Value | Count | Frequency (%) |
| c | 136757 | 6.5% |
| 2 | 135528 | 6.5% |
| 1 | 135189 | 6.5% |
| 5 | 133547 | 6.4% |
| 8 | 131789 | 6.3% |
| d | 131781 | 6.3% |
| 3 | 131534 | 6.3% |
| b | 130369 | 6.2% |
| a | 129871 | 6.2% |
| f | 129690 | 6.2% |
| Other values (6) | 765529 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1305241 | |
| Lowercase Letter | 786343 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 135528 | |
| 1 | 135189 | |
| 5 | 133547 | |
| 8 | 131789 | |
| 3 | 131534 | |
| 7 | 128514 | |
| 0 | 128446 | |
| 4 | 128157 | |
| 9 | 127486 | |
| 6 | 125051 |
Lowercase Letter
| Value | Count | Frequency (%) |
| c | 136757 | |
| d | 131781 | |
| b | 130369 | |
| a | 129871 | |
| f | 129690 | |
| e | 127875 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1305241 | |
| Latin | 786343 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 135528 | |
| 1 | 135189 | |
| 5 | 133547 | |
| 8 | 131789 | |
| 3 | 131534 | |
| 7 | 128514 | |
| 0 | 128446 | |
| 4 | 128157 | |
| 9 | 127486 | |
| 6 | 125051 |
Latin
| Value | Count | Frequency (%) |
| c | 136757 | |
| d | 131781 | |
| b | 130369 | |
| a | 129871 | |
| f | 129690 | |
| e | 127875 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2091584 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| c | 136757 | 6.5% |
| 2 | 135528 | 6.5% |
| 1 | 135189 | 6.5% |
| 5 | 133547 | 6.4% |
| 8 | 131789 | 6.3% |
| d | 131781 | 6.3% |
| 3 | 131534 | 6.3% |
| b | 130369 | 6.2% |
| a | 129871 | 6.2% |
| f | 129690 | 6.2% |
| Other values (6) | 765529 |
Grado
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.218751 |
| Minimum | 1 |
|---|---|
| Maximum | 11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 255.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 11 |
| Range | 10 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.7541509 |
|---|---|
| Coefficient of variation (CV) | 0.5277414 |
| Kurtosis | -0.87671845 |
| Mean | 5.218751 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.22799614 |
| Sum | 170554 |
| Variance | 7.5853473 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 4045 | |
| 4 | 3932 | |
| 3 | 3751 | |
| 7 | 3693 | |
| 5 | 3650 | |
| 2 | 3255 | |
| 1 | 3201 | |
| 8 | 2532 | |
| 10 | 1921 | |
| 9 | 1843 |
| Value | Count | Frequency (%) |
| 1 | 3201 | |
| 2 | 3255 | |
| 3 | 3751 | |
| 4 | 3932 | |
| 5 | 3650 | |
| 6 | 4045 | |
| 7 | 3693 | |
| 8 | 2532 | |
| 9 | 1843 | |
| 10 | 1921 |
| Value | Count | Frequency (%) |
| 11 | 858 | 2.6% |
| 10 | 1921 | |
| 9 | 1843 | |
| 8 | 2532 | |
| 7 | 3693 | |
| 6 | 4045 | |
| 5 | 3650 | |
| 4 | 3932 | |
| 3 | 3751 | |
| 2 | 3255 |
Grupo
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| A | |
|---|---|
| B | 888 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | A |
|---|---|
| 2nd row | A |
| 3rd row | A |
| 4th row | A |
| 5th row | A |
Common Values
| Value | Count | Frequency (%) |
| A | 31793 | |
| B | 888 | 2.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| a | 31793 | |
| b | 888 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 31793 | |
| B | 888 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 32681 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 31793 | |
| B | 888 | 2.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 32681 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 31793 | |
| B | 888 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32681 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 31793 | |
| B | 888 | 2.7% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 10804 | |
| 2 | 7382 | |
| 4 | 7280 | |
| 3 | 7215 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 10804 | |
| 2 | 7382 | |
| 4 | 7280 | |
| 3 | 7215 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 10804 | |
| 2 | 7382 | |
| 4 | 7280 | |
| 3 | 7215 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32681 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 10804 | |
| 2 | 7382 | |
| 4 | 7280 | |
| 3 | 7215 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32681 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 10804 | |
| 2 | 7382 | |
| 4 | 7280 | |
| 3 | 7215 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32681 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 10804 | |
| 2 | 7382 | |
| 4 | 7280 | |
| 3 | 7215 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2023 |
|---|---|
| 2nd row | 2023 |
| 3rd row | 2023 |
| 4th row | 2023 |
| 5th row | 2023 |
Common Values
| Value | Count | Frequency (%) |
| 2024 | 14697 | |
| 2023 | 14594 | |
| 2025 | 3390 | 10.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2024 | 14697 | |
| 2023 | 14594 | |
| 2025 | 3390 | 10.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 65362 | |
| 0 | 32681 | |
| 4 | 14697 | 11.2% |
| 3 | 14594 | 11.2% |
| 5 | 3390 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 130724 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 65362 | |
| 0 | 32681 | |
| 4 | 14697 | 11.2% |
| 3 | 14594 | 11.2% |
| 5 | 3390 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 130724 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 65362 | |
| 0 | 32681 | |
| 4 | 14697 | 11.2% |
| 3 | 14594 | 11.2% |
| 5 | 3390 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 130724 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 65362 | |
| 0 | 32681 | |
| 4 | 14697 | 11.2% |
| 3 | 14594 | 11.2% |
| 5 | 3390 | 2.6% |
Intensidad_Horaria
Real number (ℝ)
High correlation 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.734647 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 255.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.503778 |
|---|---|
| Coefficient of variation (CV) | 0.54989838 |
| Kurtosis | -0.22261305 |
| Mean | 2.734647 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.61171523 |
| Sum | 89371 |
| Variance | 2.2613482 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 9140 | |
| 3 | 7073 | |
| 4 | 6521 | |
| 2 | 6357 | |
| 5 | 1868 | 5.7% |
| 6 | 1180 | 3.6% |
| 7 | 542 | 1.7% |
| Value | Count | Frequency (%) |
| 1 | 9140 | |
| 2 | 6357 | |
| 3 | 7073 | |
| 4 | 6521 | |
| 5 | 1868 | 5.7% |
| 6 | 1180 | 3.6% |
| 7 | 542 | 1.7% |
| Value | Count | Frequency (%) |
| 7 | 542 | 1.7% |
| 6 | 1180 | 3.6% |
| 5 | 1868 | 5.7% |
| 4 | 6521 | |
| 3 | 7073 | |
| 2 | 6357 | |
| 1 | 9140 |
Asignatura
Categorical
High correlation 
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| EDUCACIÓN FÍSICA | |
|---|---|
| LECTURA CRÍTICA | |
| CIENCIAS NATURALES | |
| LENGUA CASTELLANA | |
| CIENCIAS SOCIALES | |
| Other values (22) |
Length
| Max length | 37 |
|---|---|
| Median length | 24 |
| Mean length | 17.179584 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CIENCIAS NATURALES |
|---|---|
| 2nd row | CIENCIAS SOCIALES |
| 3rd row | MATEMÁTICAS |
| 4th row | LENGUA CASTELLANA |
| 5th row | INGLÉS |
Common Values
| Value | Count | Frequency (%) |
| EDUCACIÓN FÍSICA | 2719 | 8.3% |
| LECTURA CRÍTICA | 2699 | 8.3% |
| CIENCIAS NATURALES | 2692 | 8.2% |
| LENGUA CASTELLANA | 2688 | 8.2% |
| CIENCIAS SOCIALES | 2630 | 8.0% |
| MATEMÁTICAS | 2627 | 8.0% |
| ARTES | 2423 | 7.4% |
| TECNOLOGÍAS INFORMÁTICAS | 1499 | 4.6% |
| INTEGRALIDAD | 1492 | 4.6% |
| APRENDIZAJE BASADO EN PROYECTOS | 1486 | 4.5% |
| Other values (17) | 9726 |
Length
| Value | Count | Frequency (%) |
| ciencias | 5383 | 8.0% |
| educación | 2780 | 4.1% |
| física | 2746 | 4.1% |
| integralidad | 2700 | 4.0% |
| lectura | 2699 | 4.0% |
| crítica | 2699 | 4.0% |
| e | 2693 | 4.0% |
| naturales | 2692 | 4.0% |
| lengua | 2688 | 4.0% |
| castellana | 2688 | 4.0% |
| Other values (34) | 37876 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 72537 | |
| I | 59683 | |
| E | 54617 | |
| C | 50299 | |
| N | 46283 | 8.2% |
| S | 37013 | 6.6% |
| 34963 | 6.2% | |
| T | 34201 | 6.1% |
| L | 25861 | 4.6% |
| R | 23839 | 4.2% |
| Other values (18) | 122150 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 526483 | |
| Space Separator | 34963 | 6.2% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 72537 | |
| I | 59683 | |
| E | 54617 | |
| C | 50299 | |
| N | 46283 | |
| S | 37013 | 7.0% |
| T | 34201 | 6.5% |
| L | 25861 | 4.9% |
| R | 23839 | 4.5% |
| O | 21073 | 4.0% |
| Other values (17) | 101077 |
Space Separator
| Value | Count | Frequency (%) |
| 34963 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 526483 | |
| Common | 34963 | 6.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 72537 | |
| I | 59683 | |
| E | 54617 | |
| C | 50299 | |
| N | 46283 | |
| S | 37013 | 7.0% |
| T | 34201 | 6.5% |
| L | 25861 | 4.9% |
| R | 23839 | 4.5% |
| O | 21073 | 4.0% |
| Other values (17) | 101077 |
Common
| Value | Count | Frequency (%) |
| 34963 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 540310 | |
| None | 21136 | 3.8% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 72537 | |
| I | 59683 | |
| E | 54617 | |
| C | 50299 | |
| N | 46283 | |
| S | 37013 | 6.9% |
| 34963 | 6.5% | |
| T | 34201 | 6.3% |
| L | 25861 | 4.8% |
| R | 23839 | 4.4% |
| Other values (13) | 101014 |
None
| Value | Count | Frequency (%) |
| Ó | 7772 | |
| Í | 7551 | |
| Á | 4126 | |
| É | 1540 | 7.3% |
| Ç | 147 | 0.7% |
Cognitiva
Real number (ℝ)
High correlation 
| Distinct | 86 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.997827 |
| Minimum | 7 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 255.4 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 66 |
| Q1 | 79 |
| median | 86 |
| Q3 | 91 |
| 95-th percentile | 96 |
| Maximum | 100 |
| Range | 93 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 9.672838 |
|---|---|
| Coefficient of variation (CV) | 0.11515581 |
| Kurtosis | 3.1937921 |
| Mean | 83.997827 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -1.2893509 |
| Sum | 2745133 |
| Variance | 93.563796 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 89 | 1894 | 5.8% |
| 90 | 1730 | 5.3% |
| 91 | 1649 | 5.0% |
| 92 | 1587 | 4.9% |
| 87 | 1564 | 4.8% |
| 86 | 1449 | 4.4% |
| 84 | 1381 | 4.2% |
| 88 | 1375 | 4.2% |
| 94 | 1352 | 4.1% |
| 85 | 1352 | 4.1% |
| Other values (76) | 17348 |
| Value | Count | Frequency (%) |
| 7 | 1 | |
| 8 | 2 | |
| 10 | 2 | |
| 11 | 1 | |
| 15 | 2 | |
| 16 | 1 | |
| 17 | 1 | |
| 21 | 1 | |
| 22 | 2 | |
| 23 | 2 |
| Value | Count | Frequency (%) |
| 100 | 322 | 1.0% |
| 99 | 350 | 1.1% |
| 98 | 227 | 0.7% |
| 97 | 568 | 1.7% |
| 96 | 654 | 2.0% |
| 95 | 863 | |
| 94 | 1352 | |
| 93 | 1132 | |
| 92 | 1587 | |
| 91 | 1649 |
Procedimental
Real number (ℝ)
High correlation 
| Distinct | 86 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.74655 |
| Minimum | 7 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 255.4 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 64 |
| Q1 | 79 |
| median | 86 |
| Q3 | 91 |
| 95-th percentile | 96 |
| Maximum | 100 |
| Range | 93 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 10.10207 |
|---|---|
| Coefficient of variation (CV) | 0.12062671 |
| Kurtosis | 3.235828 |
| Mean | 83.74655 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -1.3605783 |
| Sum | 2736921 |
| Variance | 102.05183 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 89 | 1793 | 5.5% |
| 90 | 1758 | 5.4% |
| 91 | 1707 | 5.2% |
| 87 | 1648 | 5.0% |
| 92 | 1615 | 4.9% |
| 84 | 1410 | 4.3% |
| 88 | 1402 | 4.3% |
| 86 | 1392 | 4.3% |
| 94 | 1329 | 4.1% |
| 85 | 1326 | 4.1% |
| Other values (76) | 17301 |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 8 | 3 | |
| 10 | 2 | |
| 12 | 1 | < 0.1% |
| 13 | 2 | |
| 15 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 22 | 2 | |
| 23 | 1 | < 0.1% |
| 24 | 3 |
| Value | Count | Frequency (%) |
| 100 | 278 | 0.9% |
| 99 | 294 | 0.9% |
| 98 | 217 | 0.7% |
| 97 | 635 | 1.9% |
| 96 | 662 | 2.0% |
| 95 | 942 | |
| 94 | 1329 | |
| 93 | 1096 | |
| 92 | 1615 | |
| 91 | 1707 |
Actitudinal
Real number (ℝ)
High correlation 
| Distinct | 70 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.142835 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 27 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 255.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 70 |
| Q1 | 85 |
| median | 90 |
| Q3 | 95 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 9.0875573 |
|---|---|
| Coefficient of variation (CV) | 0.10310035 |
| Kurtosis | 11.828548 |
| Mean | 88.142835 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -2.1680928 |
| Sum | 2880596 |
| Variance | 82.583698 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 90 | 7225 | |
| 95 | 3749 | |
| 80 | 3609 | |
| 100 | 2990 | 9.1% |
| 85 | 2682 | 8.2% |
| 88 | 1082 | 3.3% |
| 87 | 958 | 2.9% |
| 92 | 930 | 2.8% |
| 70 | 894 | 2.7% |
| 89 | 848 | 2.6% |
| Other values (60) | 7714 |
| Value | Count | Frequency (%) |
| 0 | 27 | |
| 8 | 1 | < 0.1% |
| 10 | 4 | < 0.1% |
| 15 | 2 | < 0.1% |
| 20 | 5 | < 0.1% |
| 23 | 1 | < 0.1% |
| 25 | 3 | < 0.1% |
| 26 | 1 | < 0.1% |
| 30 | 13 | |
| 33 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 2990 | |
| 99 | 220 | 0.7% |
| 98 | 616 | 1.9% |
| 97 | 510 | 1.6% |
| 96 | 589 | 1.8% |
| 95 | 3749 | |
| 94 | 729 | 2.2% |
| 93 | 848 | 2.6% |
| 92 | 930 | 2.8% |
| 91 | 378 | 1.2% |
Axiologica
Real number (ℝ)
High correlation 
| Distinct | 67 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.805147 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 23 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 255.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 75 |
| Q1 | 86 |
| median | 90 |
| Q3 | 95 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 8.4450799 |
|---|---|
| Coefficient of variation (CV) | 0.094037817 |
| Kurtosis | 15.424995 |
| Mean | 89.805147 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -2.4779653 |
| Sum | 2934922 |
| Variance | 71.319375 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 90 | 7673 | |
| 95 | 4643 | |
| 100 | 3897 | |
| 80 | 2662 | 8.1% |
| 85 | 2017 | 6.2% |
| 93 | 983 | 3.0% |
| 92 | 966 | 3.0% |
| 96 | 941 | 2.9% |
| 88 | 926 | 2.8% |
| 89 | 852 | 2.6% |
| Other values (57) | 7121 |
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 6 | < 0.1% |
| 19 | 1 | < 0.1% |
| 20 | 5 | < 0.1% |
| 25 | 3 | < 0.1% |
| 30 | 11 | |
| 34 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 3897 | |
| 99 | 297 | 0.9% |
| 98 | 798 | 2.4% |
| 97 | 557 | 1.7% |
| 96 | 941 | 2.9% |
| 95 | 4643 | |
| 94 | 796 | 2.4% |
| 93 | 983 | 3.0% |
| 92 | 966 | 3.0% |
| 91 | 434 | 1.3% |
Docente
Text
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
Length
| Max length | 36 |
|---|---|
| Median length | 26 |
| Mean length | 22.414002 |
| Min length | 17 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ALEJANDRA LEÓN DICELIS |
|---|---|
| 2nd row | KATHERINE CUBILLOS VÉLEZ |
| 3rd row | TATIANA GONZÁLEZ MORENO |
| 4th row | KATHERINE CUBILLOS VÉLEZ |
| 5th row | ALEJANDRA MORALES GARCÍA |
| Value | Count | Frequency (%) |
| sánchez | 3056 | 3.1% |
| alejandra | 3016 | 3.1% |
| rodríguez | 2498 | 2.5% |
| rincón | 2092 | 2.1% |
| stivenson | 2037 | 2.1% |
| najas | 2037 | 2.1% |
| buitrago | 1720 | 1.8% |
| steven | 1720 | 1.8% |
| barrero | 1720 | 1.8% |
| torres | 1717 | 1.8% |
| Other values (156) | 76430 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 106319 | |
| 65362 | 8.9% | |
| R | 62605 | 8.5% |
| E | 56956 | 7.8% |
| N | 56516 | 7.7% |
| O | 50444 | 6.9% |
| I | 43947 | 6.0% |
| L | 41273 | 5.6% |
| S | 39254 | 5.4% |
| T | 32431 | 4.4% |
| Other values (32) | 177405 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 667030 | |
| Space Separator | 65362 | 8.9% |
| Decimal Number | 120 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 106319 | |
| R | 62605 | 9.4% |
| E | 56956 | 8.5% |
| N | 56516 | 8.5% |
| O | 50444 | 7.6% |
| I | 43947 | 6.6% |
| L | 41273 | 6.2% |
| S | 39254 | 5.9% |
| T | 32431 | 4.9% |
| C | 20429 | 3.1% |
| Other values (21) | 156856 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 40 | |
| 2 | 16 | 13.3% |
| 5 | 8 | 6.7% |
| 6 | 8 | 6.7% |
| 7 | 8 | 6.7% |
| 8 | 8 | 6.7% |
| 9 | 8 | 6.7% |
| 4 | 8 | 6.7% |
| 0 | 8 | 6.7% |
| 3 | 8 | 6.7% |
Space Separator
| Value | Count | Frequency (%) |
| 65362 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 667030 | |
| Common | 65482 | 8.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 106319 | |
| R | 62605 | 9.4% |
| E | 56956 | 8.5% |
| N | 56516 | 8.5% |
| O | 50444 | 7.6% |
| I | 43947 | 6.6% |
| L | 41273 | 6.2% |
| S | 39254 | 5.9% |
| T | 32431 | 4.9% |
| C | 20429 | 3.1% |
| Other values (21) | 156856 |
Common
| Value | Count | Frequency (%) |
| 65362 | ||
| 1 | 40 | 0.1% |
| 2 | 16 | < 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 8 | < 0.1% |
| 7 | 8 | < 0.1% |
| 8 | 8 | < 0.1% |
| 9 | 8 | < 0.1% |
| 4 | 8 | < 0.1% |
| 0 | 8 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 711913 | |
| None | 20599 | 2.8% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 106319 | |
| 65362 | ||
| R | 62605 | 8.8% |
| E | 56956 | 8.0% |
| N | 56516 | 7.9% |
| O | 50444 | 7.1% |
| I | 43947 | 6.2% |
| L | 41273 | 5.8% |
| S | 39254 | 5.5% |
| T | 32431 | 4.6% |
| Other values (26) | 156806 |
None
| Value | Count | Frequency (%) |
| Á | 6799 | |
| Ó | 5984 | |
| Í | 4249 | |
| É | 2354 | 11.4% |
| Ñ | 835 | 4.1% |
| Ì | 378 | 1.8% |
Resultado
Real number (ℝ)
High correlation 
| Distinct | 86 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.429271 |
| Minimum | 5 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 255.4 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 70 |
| Q1 | 81 |
| median | 87 |
| Q3 | 91 |
| 95-th percentile | 96 |
| Maximum | 100 |
| Range | 95 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.2917073 |
|---|---|
| Coefficient of variation (CV) | 0.097059324 |
| Kurtosis | 5.7837481 |
| Mean | 85.429271 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -1.5085957 |
| Sum | 2791914 |
| Variance | 68.75241 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 90 | 1949 | 6.0% |
| 89 | 1945 | 6.0% |
| 91 | 1793 | 5.5% |
| 87 | 1763 | 5.4% |
| 88 | 1732 | 5.3% |
| 86 | 1724 | 5.3% |
| 92 | 1630 | 5.0% |
| 85 | 1609 | 4.9% |
| 84 | 1525 | 4.7% |
| 93 | 1439 | 4.4% |
| Other values (76) | 15572 |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 6 | 2 | |
| 9 | 1 | < 0.1% |
| 10 | 2 | |
| 11 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 17 | 2 | |
| 18 | 3 | |
| 19 | 1 | < 0.1% |
| 20 | 4 |
| Value | Count | Frequency (%) |
| 100 | 217 | 0.7% |
| 99 | 213 | 0.7% |
| 98 | 345 | 1.1% |
| 97 | 502 | 1.5% |
| 96 | 730 | |
| 95 | 1110 | |
| 94 | 1346 | |
| 93 | 1439 | |
| 92 | 1630 | |
| 91 | 1793 |
Nivel
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| ALTO | |
|---|---|
| BÁSICO | |
| SUPERIOR | |
| BAJO | 321 |
Length
| Max length | 8 |
|---|---|
| Median length | 4 |
| Mean length | 4.7427557 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SUPERIOR |
|---|---|
| 2nd row | ALTO |
| 3rd row | ALTO |
| 4th row | SUPERIOR |
| 5th row | ALTO |
Common Values
| Value | Count | Frequency (%) |
| ALTO | 23340 | |
| BÁSICO | 5903 | 18.1% |
| SUPERIOR | 3117 | 9.5% |
| BAJO | 321 | 1.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| alto | 23340 | |
| básico | 5903 | 18.1% |
| superior | 3117 | 9.5% |
| bajo | 321 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 32681 | |
| A | 23661 | |
| L | 23340 | |
| T | 23340 | |
| S | 9020 | 5.8% |
| I | 9020 | 5.8% |
| R | 6234 | 4.0% |
| B | 6224 | 4.0% |
| Á | 5903 | 3.8% |
| C | 5903 | 3.8% |
| Other values (4) | 9672 | 6.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 154998 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 32681 | |
| A | 23661 | |
| L | 23340 | |
| T | 23340 | |
| S | 9020 | 5.8% |
| I | 9020 | 5.8% |
| R | 6234 | 4.0% |
| B | 6224 | 4.0% |
| Á | 5903 | 3.8% |
| C | 5903 | 3.8% |
| Other values (4) | 9672 | 6.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 154998 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 32681 | |
| A | 23661 | |
| L | 23340 | |
| T | 23340 | |
| S | 9020 | 5.8% |
| I | 9020 | 5.8% |
| R | 6234 | 4.0% |
| B | 6224 | 4.0% |
| Á | 5903 | 3.8% |
| C | 5903 | 3.8% |
| Other values (4) | 9672 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 149095 | |
| None | 5903 | 3.8% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| O | 32681 | |
| A | 23661 | |
| L | 23340 | |
| T | 23340 | |
| S | 9020 | 6.0% |
| I | 9020 | 6.0% |
| R | 6234 | 4.2% |
| B | 6224 | 4.2% |
| C | 5903 | 4.0% |
| U | 3117 | 2.1% |
| Other values (3) | 6555 | 4.4% |
None
| Value | Count | Frequency (%) |
| Á | 5903 |
Identificacion
Text
| Distinct | 464 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 MiB |
Length
| Max length | 64 |
|---|---|
| Median length | 64 |
| Mean length | 64 |
| Min length | 64 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea |
|---|---|
| 2nd row | 77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea |
| 3rd row | 77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea |
| 4th row | 77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea |
| 5th row | 77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea |
| Value | Count | Frequency (%) |
| 5e6336ba4dc4061a9835b7ca9ff9f7cb3460be9cbfe7df778451f765c4ed8ac5 | 114 | 0.3% |
| 22c7fb72bf379aa7c086a1f4a71a42828dfa0d1bca282a056b2b575cc18ec243 | 114 | 0.3% |
| 087e955b29fb14a0939676839f94716a0d484c19c681e6a91ca658a1ed7527dd | 114 | 0.3% |
| 8a59db949fbfa3448b7baa9846cdff2716e16cf13a27482094b4e5c9da15d132 | 114 | 0.3% |
| 3713ac9da3dce5378592ca1fdab4ab85430eb45f51e79b3407d67a38199ecf7c | 114 | 0.3% |
| eff9626bca10271224098b63c922abe6698881efd47cadc3f22ec39a65353330 | 114 | 0.3% |
| 884718eb1cb083208033f0496dc85f22cddd8456a43ad721e428862c6ed88a8a | 114 | 0.3% |
| e04b0e98e8ed34aed94d0fd4607b104c1a0e95245d4d1d59457cb6e24b7a2cf5 | 114 | 0.3% |
| 6972dfae4c538733dd215603f7fd81a43f9ac6b0396a56b08aa075b202bb0899 | 114 | 0.3% |
| 76f410cd43a36a0e832f41a95d4106eb689a389970237347895d5d15831fec84 | 114 | 0.3% |
| Other values (454) | 31541 |
Most occurring characters
| Value | Count | Frequency (%) |
| 9 | 134626 | 6.4% |
| 2 | 134497 | 6.4% |
| 6 | 133983 | 6.4% |
| b | 133633 | 6.4% |
| 3 | 132919 | 6.4% |
| 0 | 131157 | 6.3% |
| a | 130679 | 6.2% |
| 4 | 130648 | 6.2% |
| c | 130495 | 6.2% |
| 1 | 129419 | 6.2% |
| Other values (6) | 769528 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1309470 | |
| Lowercase Letter | 782114 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 134626 | |
| 2 | 134497 | |
| 6 | 133983 | |
| 3 | 132919 | |
| 0 | 131157 | |
| 4 | 130648 | |
| 1 | 129419 | |
| 5 | 128334 | |
| 8 | 128025 | |
| 7 | 125862 |
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 133633 | |
| a | 130679 | |
| c | 130495 | |
| e | 129328 | |
| f | 129198 | |
| d | 128781 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1309470 | |
| Latin | 782114 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 9 | 134626 | |
| 2 | 134497 | |
| 6 | 133983 | |
| 3 | 132919 | |
| 0 | 131157 | |
| 4 | 130648 | |
| 1 | 129419 | |
| 5 | 128334 | |
| 8 | 128025 | |
| 7 | 125862 |
Latin
| Value | Count | Frequency (%) |
| b | 133633 | |
| a | 130679 | |
| c | 130495 | |
| e | 129328 | |
| f | 129198 | |
| d | 128781 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2091584 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 9 | 134626 | 6.4% |
| 2 | 134497 | 6.4% |
| 6 | 133983 | 6.4% |
| b | 133633 | 6.4% |
| 3 | 132919 | 6.4% |
| 0 | 131157 | 6.3% |
| a | 130679 | 6.2% |
| 4 | 130648 | 6.2% |
| c | 130495 | 6.2% |
| 1 | 129419 | 6.2% |
| Other values (6) | 769528 |
En_Riesgo
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 26457 | |
| True | 6224 | 19.0% |
Interactions
Correlations
| Actitudinal | Asignatura | Axiologica | Año | Cognitiva | En_Riesgo | Grado | Grupo | Intensidad_Horaria | Nivel | Periodo | Procedimental | Resultado | Sede | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Actitudinal | 1.000 | 0.114 | 0.718 | 0.061 | 0.495 | 0.520 | -0.137 | 0.045 | -0.015 | 0.465 | 0.031 | 0.510 | 0.676 | 0.080 |
| Asignatura | 0.114 | 1.000 | 0.079 | 0.422 | 0.170 | 0.293 | 0.228 | 0.111 | 0.723 | 0.216 | 0.090 | 0.161 | 0.142 | 0.126 |
| Axiologica | 0.718 | 0.079 | 1.000 | 0.081 | 0.384 | 0.452 | -0.118 | 0.060 | 0.005 | 0.424 | 0.034 | 0.394 | 0.570 | 0.122 |
| Año | 0.061 | 0.422 | 0.081 | 1.000 | 0.034 | 0.025 | 0.155 | 0.186 | 0.134 | 0.036 | 0.342 | 0.034 | 0.040 | 0.045 |
| Cognitiva | 0.495 | 0.170 | 0.384 | 0.034 | 1.000 | 0.790 | -0.144 | 0.054 | -0.334 | 0.672 | 0.039 | 0.930 | 0.945 | 0.089 |
| En_Riesgo | 0.520 | 0.293 | 0.452 | 0.025 | 0.790 | 1.000 | 0.109 | 0.027 | 0.227 | 1.000 | 0.029 | 0.814 | 0.844 | 0.008 |
| Grado | -0.137 | 0.228 | -0.118 | 0.155 | -0.144 | 0.109 | 1.000 | 0.322 | 0.023 | 0.097 | 0.027 | -0.125 | -0.151 | 0.300 |
| Grupo | 0.045 | 0.111 | 0.060 | 0.186 | 0.054 | 0.027 | 0.322 | 1.000 | 0.048 | 0.042 | 0.008 | 0.046 | 0.052 | 0.124 |
| Intensidad_Horaria | -0.015 | 0.723 | 0.005 | 0.134 | -0.334 | 0.227 | 0.023 | 0.048 | 1.000 | 0.154 | 0.041 | -0.313 | -0.272 | 0.046 |
| Nivel | 0.465 | 0.216 | 0.424 | 0.036 | 0.672 | 1.000 | 0.097 | 0.042 | 0.154 | 1.000 | 0.040 | 0.675 | 0.733 | 0.098 |
| Periodo | 0.031 | 0.090 | 0.034 | 0.342 | 0.039 | 0.029 | 0.027 | 0.008 | 0.041 | 0.040 | 1.000 | 0.039 | 0.040 | 0.000 |
| Procedimental | 0.510 | 0.161 | 0.394 | 0.034 | 0.930 | 0.814 | -0.125 | 0.046 | -0.313 | 0.675 | 0.039 | 1.000 | 0.952 | 0.106 |
| Resultado | 0.676 | 0.142 | 0.570 | 0.040 | 0.945 | 0.844 | -0.151 | 0.052 | -0.272 | 0.733 | 0.040 | 0.952 | 1.000 | 0.093 |
| Sede | 0.080 | 0.126 | 0.122 | 0.045 | 0.089 | 0.008 | 0.300 | 0.124 | 0.046 | 0.098 | 0.000 | 0.106 | 0.093 | 1.000 |
Missing values
Sample
| Sede | Estudiante | Grado | Grupo | Periodo | Año | Intensidad_Horaria | Asignatura | Cognitiva | Procedimental | Actitudinal | Axiologica | Docente | Resultado | Nivel | Identificacion | En_Riesgo | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | FUSAGASUGÁ | 333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc | 1 | A | 3 | 2023 | 3 | CIENCIAS NATURALES | 95 | 96 | 93 | 94 | ALEJANDRA LEÓN DICELIS | 95 | SUPERIOR | 77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea | False |
| 1 | FUSAGASUGÁ | 333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc | 1 | A | 3 | 2023 | 3 | CIENCIAS SOCIALES | 94 | 94 | 95 | 95 | KATHERINE CUBILLOS VÉLEZ | 94 | ALTO | 77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea | False |
| 2 | FUSAGASUGÁ | 333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc | 1 | A | 3 | 2023 | 5 | MATEMÁTICAS | 74 | 73 | 95 | 95 | TATIANA GONZÁLEZ MORENO | 81 | ALTO | 77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea | False |
| 3 | FUSAGASUGÁ | 333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc | 1 | A | 3 | 2023 | 4 | LENGUA CASTELLANA | 97 | 97 | 95 | 95 | KATHERINE CUBILLOS VÉLEZ | 96 | SUPERIOR | 77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea | False |
| 4 | FUSAGASUGÁ | 333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc | 1 | A | 3 | 2023 | 4 | INGLÉS | 85 | 86 | 90 | 90 | ALEJANDRA MORALES GARCÍA | 87 | ALTO | 77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea | False |
| 5 | FUSAGASUGÁ | 333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc | 1 | A | 3 | 2023 | 2 | CREATIVIDAD E INNOVACIÓN | 94 | 94 | 90 | 95 | SANDRA SANTISTEBAN OSTOS | 94 | ALTO | 77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea | False |
| 6 | FUSAGASUGÁ | 333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc | 1 | A | 3 | 2023 | 4 | APRENDIZAJE BASADO EN PROYECTOS | 94 | 94 | 94 | 91 | ALEJANDRA LEÓN DICELIS | 93 | ALTO | 77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea | False |
| 7 | FUSAGASUGÁ | 333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc | 1 | A | 3 | 2023 | 3 | EDUCACIÓN FÍSICA | 97 | 97 | 100 | 80 | STEVEN BARRERO BUITRAGO | 95 | SUPERIOR | 77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea | False |
| 8 | FUSAGASUGÁ | 333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc | 1 | A | 3 | 2023 | 2 | LECTURA CRÍTICA | 92 | 93 | 95 | 98 | YENNY SOTELO GÓMEZ | 93 | ALTO | 77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea | False |
| 9 | FUSAGASUGÁ | 333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc | 1 | A | 3 | 2023 | 1 | ARTES | 92 | 92 | 90 | 90 | SANDRA SANTISTEBAN OSTOS | 92 | ALTO | 77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea | False |
| Sede | Estudiante | Grado | Grupo | Periodo | Año | Intensidad_Horaria | Asignatura | Cognitiva | Procedimental | Actitudinal | Axiologica | Docente | Resultado | Nivel | Identificacion | En_Riesgo | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32671 | GIRARDOT | 94f5f93868edf72f3f1c812de64b2950b84ca378b1a7c9297cff95b3e22b0c38 | 9 | A | 1 | 2025 | 6 | MATEMÁTICAS | 77 | 80 | 90 | 90 | XIMENA VILLANUEVA ROJAS | 82 | ALTO | c5e68cbe701e21016b0713e7290e36421fe4a34f373ee9b3325aa9754ce17bea | False |
| 32672 | GIRARDOT | 94f5f93868edf72f3f1c812de64b2950b84ca378b1a7c9297cff95b3e22b0c38 | 9 | A | 1 | 2025 | 4 | LENGUA CASTELLANA | 81 | 81 | 87 | 87 | VALENTINA SARABIA VARGAS | 83 | ALTO | c5e68cbe701e21016b0713e7290e36421fe4a34f373ee9b3325aa9754ce17bea | False |
| 32673 | GIRARDOT | 94f5f93868edf72f3f1c812de64b2950b84ca378b1a7c9297cff95b3e22b0c38 | 9 | A | 1 | 2025 | 2 | LECTURA CRÍTICA | 82 | 82 | 90 | 90 | VALENTINA SARABIA VARGAS | 84 | ALTO | c5e68cbe701e21016b0713e7290e36421fe4a34f373ee9b3325aa9754ce17bea | False |
| 32674 | GIRARDOT | 94f5f93868edf72f3f1c812de64b2950b84ca378b1a7c9297cff95b3e22b0c38 | 9 | A | 1 | 2025 | 6 | ENGLISH | 71 | 74 | 85 | 100 | ALEXANDER VARGAS GÓMEZ | 79 | BÁSICO | c5e68cbe701e21016b0713e7290e36421fe4a34f373ee9b3325aa9754ce17bea | True |
| 32675 | GIRARDOT | 94f5f93868edf72f3f1c812de64b2950b84ca378b1a7c9297cff95b3e22b0c38 | 9 | A | 1 | 2025 | 3 | EDUCACIÓN FÍSICA | 88 | 84 | 83 | 95 | FELIPE SÁNCHEZ SALDARRIAGA | 87 | ALTO | c5e68cbe701e21016b0713e7290e36421fe4a34f373ee9b3325aa9754ce17bea | False |
| 32676 | GIRARDOT | 94f5f93868edf72f3f1c812de64b2950b84ca378b1a7c9297cff95b3e22b0c38 | 9 | A | 1 | 2025 | 3 | INNOVACIÓN Y EMPRENDIMIENTO | 84 | 85 | 85 | 85 | LILIANA SARABIA VARGAS | 84 | ALTO | c5e68cbe701e21016b0713e7290e36421fe4a34f373ee9b3325aa9754ce17bea | False |
| 32677 | GIRARDOT | 94f5f93868edf72f3f1c812de64b2950b84ca378b1a7c9297cff95b3e22b0c38 | 9 | A | 1 | 2025 | 2 | APRENDIZAJE BASADO EN INVESTIGACIÓN | 83 | 83 | 85 | 86 | XIMENA VILLANUEVA ROJAS | 84 | ALTO | c5e68cbe701e21016b0713e7290e36421fe4a34f373ee9b3325aa9754ce17bea | False |
| 32678 | GIRARDOT | 94f5f93868edf72f3f1c812de64b2950b84ca378b1a7c9297cff95b3e22b0c38 | 9 | A | 1 | 2025 | 2 | CENTRO DE INTERÉS ARTÍSTICO | 94 | 92 | 94 | 95 | CENTRO DE INTERÉS | 94 | ALTO | c5e68cbe701e21016b0713e7290e36421fe4a34f373ee9b3325aa9754ce17bea | False |
| 32679 | GIRARDOT | 94f5f93868edf72f3f1c812de64b2950b84ca378b1a7c9297cff95b3e22b0c38 | 9 | A | 1 | 2025 | 1 | TECNOLOGÍAS INFORMÁTICAS | 84 | 83 | 80 | 80 | LILIANA SARABIA VARGAS | 82 | ALTO | c5e68cbe701e21016b0713e7290e36421fe4a34f373ee9b3325aa9754ce17bea | False |
| 32680 | GIRARDOT | 94f5f93868edf72f3f1c812de64b2950b84ca378b1a7c9297cff95b3e22b0c38 | 9 | A | 1 | 2025 | 1 | INTEGRALIDAD | 95 | 95 | 90 | 90 | STIVEN RUBIANO CAPADOR | 94 | ALTO | c5e68cbe701e21016b0713e7290e36421fe4a34f373ee9b3325aa9754ce17bea | False |
Duplicate rows
Most frequently occurring
| Sede | Estudiante | Grado | Grupo | Periodo | Año | Intensidad_Horaria | Asignatura | Cognitiva | Procedimental | Actitudinal | Axiologica | Docente | Resultado | Nivel | Identificacion | En_Riesgo | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | GIRARDOT | 5f753840b6675e34d49b8601b82cd03c8c8200ddd94c8735363faa9787f2d171 | 5 | A | 4 | 2024 | 1 | ARTES | 92 | 91 | 90 | 92 | FELIPE SÁNCHEZ SALDARRIAGA | 92 | ALTO | b49bef9f68dfe219fac5688588e3c5ae4fc2f953491bb70a41011acac0ef539e | False | 2 |
| 1 | GIRARDOT | 5f753840b6675e34d49b8601b82cd03c8c8200ddd94c8735363faa9787f2d171 | 5 | A | 4 | 2024 | 1 | CREATIVIDAD E INNOVACIÓN | 83 | 84 | 95 | 95 | CAROLINA CORTÉS MENDOZA | 87 | ALTO | b49bef9f68dfe219fac5688588e3c5ae4fc2f953491bb70a41011acac0ef539e | False | 2 |
| 2 | GIRARDOT | 5f753840b6675e34d49b8601b82cd03c8c8200ddd94c8735363faa9787f2d171 | 5 | A | 4 | 2024 | 1 | INTEGRALIDAD | 79 | 59 | 85 | 85 | CAMILO BONILLA TORRES | 74 | BÁSICO | b49bef9f68dfe219fac5688588e3c5ae4fc2f953491bb70a41011acac0ef539e | True | 2 |
| 3 | GIRARDOT | 5f753840b6675e34d49b8601b82cd03c8c8200ddd94c8735363faa9787f2d171 | 5 | A | 4 | 2024 | 1 | TECNOLOGÍAS INFORMÁTICAS | 92 | 92 | 100 | 100 | GUILLERMO MARIOTTE PARRA | 94 | ALTO | b49bef9f68dfe219fac5688588e3c5ae4fc2f953491bb70a41011acac0ef539e | False | 2 |
| 4 | GIRARDOT | 5f753840b6675e34d49b8601b82cd03c8c8200ddd94c8735363faa9787f2d171 | 5 | A | 4 | 2024 | 2 | APRENDIZAJE BASADO EN PROYECTOS | 90 | 89 | 88 | 95 | FELIPE SÁNCHEZ SALDARRIAGA | 90 | ALTO | b49bef9f68dfe219fac5688588e3c5ae4fc2f953491bb70a41011acac0ef539e | False | 2 |
| 5 | GIRARDOT | 5f753840b6675e34d49b8601b82cd03c8c8200ddd94c8735363faa9787f2d171 | 5 | A | 4 | 2024 | 2 | LECTURA CRÍTICA | 79 | 79 | 85 | 85 | VALENTINA SARABIA VARGAS | 80 | ALTO | b49bef9f68dfe219fac5688588e3c5ae4fc2f953491bb70a41011acac0ef539e | False | 2 |
| 6 | GIRARDOT | 5f753840b6675e34d49b8601b82cd03c8c8200ddd94c8735363faa9787f2d171 | 5 | A | 4 | 2024 | 3 | CIENCIAS SOCIALES | 81 | 81 | 90 | 93 | SÁNCHEZ CANTOR ANAVE | 85 | ALTO | b49bef9f68dfe219fac5688588e3c5ae4fc2f953491bb70a41011acac0ef539e | False | 2 |
| 7 | GIRARDOT | 5f753840b6675e34d49b8601b82cd03c8c8200ddd94c8735363faa9787f2d171 | 5 | A | 4 | 2024 | 3 | EDUCACIÓN FÍSICA | 91 | 91 | 91 | 93 | FELIPE SÁNCHEZ SALDARRIAGA | 91 | ALTO | b49bef9f68dfe219fac5688588e3c5ae4fc2f953491bb70a41011acac0ef539e | False | 2 |
| 8 | GIRARDOT | 5f753840b6675e34d49b8601b82cd03c8c8200ddd94c8735363faa9787f2d171 | 5 | A | 4 | 2024 | 3 | LENGUA CASTELLANA | 85 | 85 | 83 | 83 | VALENTINA SARABIA VARGAS | 84 | ALTO | b49bef9f68dfe219fac5688588e3c5ae4fc2f953491bb70a41011acac0ef539e | False | 2 |
| 9 | GIRARDOT | 5f753840b6675e34d49b8601b82cd03c8c8200ddd94c8735363faa9787f2d171 | 5 | A | 4 | 2024 | 4 | CIENCIAS NATURALES | 84 | 89 | 80 | 80 | ALBERTO REYES VILLANUEVA | 85 | ALTO | b49bef9f68dfe219fac5688588e3c5ae4fc2f953491bb70a41011acac0ef539e | False | 2 |